Dataset statistics
| Number of variables | 29 |
|---|---|
| Number of observations | 8760 |
| Missing cells | 25 |
| Missing cells (%) | < 0.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.0 MiB |
| Average record size in memory | 240.0 B |
Variable types
| DateTime | 1 |
|---|---|
| Categorical | 1 |
| Numeric | 27 |
_type has constant value "train" | Constant |
binance_funding_rates is highly overall correlated with funding_rates | High correlation |
binance_long_liquidations is highly overall correlated with binance_long_liquidations_usd and 6 other fields | High correlation |
binance_long_liquidations_usd is highly overall correlated with binance_long_liquidations and 6 other fields | High correlation |
binance_open_interest is highly overall correlated with close and 1 other fields | High correlation |
binance_short_liquidations is highly overall correlated with binance_short_liquidations_usd and 6 other fields | High correlation |
binance_short_liquidations_usd is highly overall correlated with binance_short_liquidations and 6 other fields | High correlation |
binance_taker_buy_ratio is highly overall correlated with binance_taker_buy_sell_ratio and 4 other fields | High correlation |
binance_taker_buy_sell_ratio is highly overall correlated with binance_taker_buy_ratio and 4 other fields | High correlation |
binance_taker_buy_volume is highly overall correlated with binance_long_liquidations and 11 other fields | High correlation |
binance_taker_sell_ratio is highly overall correlated with binance_taker_buy_ratio and 4 other fields | High correlation |
binance_taker_sell_volume is highly overall correlated with binance_long_liquidations and 11 other fields | High correlation |
close is highly overall correlated with binance_open_interest and 1 other fields | High correlation |
coinbase_premium_gap is highly overall correlated with coinbase_premium_index | High correlation |
coinbase_premium_index is highly overall correlated with coinbase_premium_gap | High correlation |
funding_rates is highly overall correlated with binance_funding_rates | High correlation |
long_liquidations is highly overall correlated with binance_long_liquidations and 6 other fields | High correlation |
long_liquidations_usd is highly overall correlated with binance_long_liquidations and 6 other fields | High correlation |
open_interest is highly overall correlated with binance_open_interest and 1 other fields | High correlation |
short_liquidations is highly overall correlated with binance_short_liquidations and 6 other fields | High correlation |
short_liquidations_usd is highly overall correlated with binance_short_liquidations and 6 other fields | High correlation |
taker_buy_ratio is highly overall correlated with binance_taker_buy_ratio and 4 other fields | High correlation |
taker_buy_sell_ratio is highly overall correlated with binance_taker_buy_ratio and 4 other fields | High correlation |
taker_buy_volume is highly overall correlated with binance_long_liquidations and 11 other fields | High correlation |
taker_sell_ratio is highly overall correlated with binance_taker_buy_ratio and 4 other fields | High correlation |
taker_sell_volume is highly overall correlated with binance_long_liquidations and 11 other fields | High correlation |
volume is highly overall correlated with binance_taker_buy_volume and 3 other fields | High correlation |
ID has unique values | Unique |
taker_buy_volume has unique values | Unique |
taker_sell_volume has unique values | Unique |
taker_buy_sell_ratio has unique values | Unique |
close has unique values | Unique |
volume has unique values | Unique |
long_liquidations has 1136 (13.0%) zeros | Zeros |
short_liquidations has 1175 (13.4%) zeros | Zeros |
long_liquidations_usd has 1136 (13.0%) zeros | Zeros |
short_liquidations_usd has 1175 (13.4%) zeros | Zeros |
binance_long_liquidations has 1931 (22.0%) zeros | Zeros |
binance_short_liquidations has 1758 (20.1%) zeros | Zeros |
binance_long_liquidations_usd has 1931 (22.0%) zeros | Zeros |
binance_short_liquidations_usd has 1758 (20.1%) zeros | Zeros |
Reproduction
| Analysis started | 2024-09-13 13:54:56.727084 |
|---|---|
| Analysis finished | 2024-09-13 13:56:56.422951 |
| Duration | 1 minute and 59.7 seconds |
| Software version | ydata-profiling vv4.10.0 |
| Download configuration | config.json |
ID
Date
UNIQUE
| Distinct | 8760 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 136.9 KiB |
| Minimum | 2023-01-01 00:00:00 |
|---|---|
| Maximum | 2023-12-31 23:00:00 |
Histogram with fixed size bins (bins=50)
_type
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 136.9 KiB |
| train |
|---|
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 43800 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | train |
|---|---|
| 2nd row | train |
| 3rd row | train |
| 4th row | train |
| 5th row | train |
Common Values
| Value | Count | Frequency (%) |
| train | 8760 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| train | 8760 |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 8760 | |
| r | 8760 | |
| a | 8760 | |
| i | 8760 | |
| n | 8760 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 43800 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 8760 | |
| r | 8760 | |
| a | 8760 | |
| i | 8760 | |
| n | 8760 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 43800 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 8760 | |
| r | 8760 | |
| a | 8760 | |
| i | 8760 | |
| n | 8760 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 43800 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 8760 | |
| r | 8760 | |
| a | 8760 | |
| i | 8760 | |
| n | 8760 |
long_liquidations
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 6069 |
|---|---|
| Distinct (%) | 69.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.825362 |
| Minimum | 0 |
|---|---|
| Maximum | 2074.4118 |
| Zeros | 1136 |
| Zeros (%) | 13.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 136.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.065152722 |
| median | 1.435885 |
| Q3 | 11.696054 |
| 95-th percentile | 105.94557 |
| Maximum | 2074.4118 |
| Range | 2074.4118 |
| Interquartile range (IQR) | 11.630901 |
Descriptive statistics
| Standard deviation | 81.898243 |
|---|---|
| Coefficient of variation (CV) | 3.7524347 |
| Kurtosis | 211.90791 |
| Mean | 21.825362 |
| Median Absolute Deviation (MAD) | 1.435885 |
| Skewness | 11.879633 |
| Sum | 191190.17 |
| Variance | 6707.3222 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1136 | 13.0% |
| 0.001 | 69 | 0.8% |
| 0.01 | 48 | 0.5% |
| 0.003 | 44 | 0.5% |
| 0.002 | 38 | 0.4% |
| 0.02 | 28 | 0.3% |
| 0.004 | 26 | 0.3% |
| 0.005 | 26 | 0.3% |
| 0.015 | 22 | 0.3% |
| 0.012 | 21 | 0.2% |
| Other values (6059) | 7302 |
| Value | Count | Frequency (%) |
| 0 | 1136 | |
| 3.124 × 10-5 | 1 | < 0.1% |
| 3.421 × 10-5 | 1 | < 0.1% |
| 3.543 × 10-5 | 1 | < 0.1% |
| 3.546 × 10-5 | 1 | < 0.1% |
| 3.579 × 10-5 | 1 | < 0.1% |
| 3.853 × 10-5 | 1 | < 0.1% |
| 4.298 × 10-5 | 1 | < 0.1% |
| 4.679 × 10-5 | 1 | < 0.1% |
| 5.987 × 10-5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2074.411754 | 1 | |
| 1975.981204 | 1 | |
| 1928.255797 | 1 | |
| 1900.984844 | 1 | |
| 1519.664618 | 1 | |
| 1505.353403 | 1 | |
| 1327.980412 | 1 | |
| 1150.058017 | 1 | |
| 1106.79442 | 1 | |
| 1100.011754 | 1 |
short_liquidations
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 5827 |
|---|---|
| Distinct (%) | 66.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.358808 |
| Minimum | 0 |
|---|---|
| Maximum | 3469.5204 |
| Zeros | 1175 |
| Zeros (%) | 13.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 136.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.09 |
| median | 1.7570439 |
| Q3 | 11.560663 |
| 95-th percentile | 95.236919 |
| Maximum | 3469.5204 |
| Range | 3469.5204 |
| Interquartile range (IQR) | 11.470663 |
Descriptive statistics
| Standard deviation | 78.887752 |
|---|---|
| Coefficient of variation (CV) | 3.8748709 |
| Kurtosis | 504.89854 |
| Mean | 20.358808 |
| Median Absolute Deviation (MAD) | 1.7570439 |
| Skewness | 16.325931 |
| Sum | 178343.15 |
| Variance | 6223.2774 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1175 | 13.4% |
| 0.001 | 62 | 0.7% |
| 0.01 | 49 | 0.6% |
| 0.003 | 30 | 0.3% |
| 0.002 | 28 | 0.3% |
| 0.005 | 25 | 0.3% |
| 0.02 | 24 | 0.3% |
| 0.004 | 23 | 0.3% |
| 0.008 | 22 | 0.3% |
| 0.04 | 21 | 0.2% |
| Other values (5817) | 7301 |
| Value | Count | Frequency (%) |
| 0 | 1175 | |
| 3.805 × 10-5 | 1 | < 0.1% |
| 3.911 × 10-5 | 1 | < 0.1% |
| 0.00017332 | 1 | < 0.1% |
| 0.00032543 | 1 | < 0.1% |
| 0.00044938 | 1 | < 0.1% |
| 0.00092879 | 1 | < 0.1% |
| 0.001 | 62 | 0.7% |
| 0.002 | 28 | 0.3% |
| 0.00208399 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 3469.520396 | 1 | |
| 1598.966023 | 1 | |
| 1550.715151 | 1 | |
| 1495.002624 | 1 | |
| 1311.51926 | 1 | |
| 1208.958201 | 1 | |
| 1181.443945 | 1 | |
| 935.762044 | 1 | |
| 818.9059673 | 1 | |
| 808.3733267 | 1 |
long_liquidations_usd
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 7604 |
|---|---|
| Distinct (%) | 86.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 607168.86 |
| Minimum | 0 |
|---|---|
| Maximum | 68625269 |
| Zeros | 1136 |
| Zeros (%) | 13.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 136.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1902.3796 |
| median | 42222.729 |
| Q3 | 331518.06 |
| 95-th percentile | 2922099 |
| Maximum | 68625269 |
| Range | 68625269 |
| Interquartile range (IQR) | 329615.68 |
Descriptive statistics
| Standard deviation | 2215628.3 |
|---|---|
| Coefficient of variation (CV) | 3.6491139 |
| Kurtosis | 231.82159 |
| Mean | 607168.86 |
| Median Absolute Deviation (MAD) | 42222.729 |
| Skewness | 12.028838 |
| Sum | 5.3187992 × 109 |
| Variance | 4.9090088 × 1012 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1136 | 13.0% |
| 1 | 9 | 0.1% |
| 5000 | 3 | < 0.1% |
| 100 | 3 | < 0.1% |
| 19 | 3 | < 0.1% |
| 3 | 3 | < 0.1% |
| 159 | 2 | < 0.1% |
| 165 | 2 | < 0.1% |
| 170 | 2 | < 0.1% |
| 18 | 2 | < 0.1% |
| Other values (7594) | 7595 |
| Value | Count | Frequency (%) |
| 0 | 1136 | |
| 1 | 9 | 0.1% |
| 2.68903 | 1 | < 0.1% |
| 3 | 3 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 16.67323 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 68625269.31 | 1 | |
| 50594703.11 | 1 | |
| 49851582.5 | 1 | |
| 42207285.81 | 1 | |
| 40629038.92 | 1 | |
| 38582573.69 | 1 | |
| 36557258.62 | 1 | |
| 31076720.05 | 1 | |
| 30127936.09 | 1 | |
| 29509432.02 | 1 |
short_liquidations_usd
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 7580 |
|---|---|
| Distinct (%) | 86.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 570262.66 |
| Minimum | 0 |
|---|---|
| Maximum | 69390003 |
| Zeros | 1175 |
| Zeros (%) | 13.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 136.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2522.5709 |
| median | 51096.666 |
| Q3 | 340416.66 |
| 95-th percentile | 2667064.8 |
| Maximum | 69390003 |
| Range | 69390003 |
| Interquartile range (IQR) | 337894.09 |
Descriptive statistics
| Standard deviation | 2029690 |
|---|---|
| Coefficient of variation (CV) | 3.5592196 |
| Kurtosis | 237.5859 |
| Mean | 570262.66 |
| Median Absolute Deviation (MAD) | 51096.666 |
| Skewness | 11.654367 |
| Sum | 4.9955009 × 109 |
| Variance | 4.1196416 × 1012 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1175 | 13.4% |
| 730504.434 | 6 | 0.1% |
| 1 | 2 | < 0.1% |
| 31851.45791 | 1 | < 0.1% |
| 1286.49 | 1 | < 0.1% |
| 14688.49602 | 1 | < 0.1% |
| 20634.7435 | 1 | < 0.1% |
| 117101.9158 | 1 | < 0.1% |
| 43679.82734 | 1 | < 0.1% |
| 367285.3591 | 1 | < 0.1% |
| Other values (7570) | 7570 |
| Value | Count | Frequency (%) |
| 0 | 1175 | |
| 1 | 2 | < 0.1% |
| 5 | 1 | < 0.1% |
| 5.35524 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 16.1406 | 1 | < 0.1% |
| 16.65404 | 1 | < 0.1% |
| 16.99728 | 1 | < 0.1% |
| 21.85598 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 69390003.11 | 1 | |
| 42380056.01 | 1 | |
| 35596674.4 | 1 | |
| 33757218.38 | 1 | |
| 33068544.15 | 1 | |
| 30664950.67 | 1 | |
| 29325929.43 | 1 | |
| 27993968.01 | 1 | |
| 27313321.58 | 1 | |
| 24437547.73 | 1 |
taker_buy_volume
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 8760 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.7131012 × 108 |
| Minimum | 11093954 |
|---|---|
| Maximum | 5.7011777 × 109 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 136.9 KiB |
Quantile statistics
| Minimum | 11093954 |
|---|---|
| 5-th percentile | 45521221 |
| Q1 | 99138345 |
| median | 1.7233471 × 108 |
| Q3 | 3.2005731 × 108 |
| 95-th percentile | 8.3859041 × 108 |
| Maximum | 5.7011777 × 109 |
| Range | 5.6900837 × 109 |
| Interquartile range (IQR) | 2.2091897 × 108 |
Descriptive statistics
| Standard deviation | 3.1571871 × 108 |
|---|---|
| Coefficient of variation (CV) | 1.163682 |
| Kurtosis | 33.937937 |
| Mean | 2.7131012 × 108 |
| Median Absolute Deviation (MAD) | 90272535 |
| Skewness | 4.3434574 |
| Sum | 2.3766766 × 1012 |
| Variance | 9.9678302 × 1016 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 254801401.8 | 1 | < 0.1% |
| 46483087.15 | 1 | < 0.1% |
| 39755992.37 | 1 | < 0.1% |
| 24054019.73 | 1 | < 0.1% |
| 28602154.49 | 1 | < 0.1% |
| 30877200.2 | 1 | < 0.1% |
| 32019345.4 | 1 | < 0.1% |
| 30268521.61 | 1 | < 0.1% |
| 72267664.85 | 1 | < 0.1% |
| 25209383.28 | 1 | < 0.1% |
| Other values (8750) | 8750 |
| Value | Count | Frequency (%) |
| 11093953.81 | 1 | |
| 12626872.64 | 1 | |
| 12843110.16 | 1 | |
| 12959431.14 | 1 | |
| 13062248.09 | 1 | |
| 13952532.46 | 1 | |
| 14915817.12 | 1 | |
| 15830514.49 | 1 | |
| 16137735.7 | 1 | |
| 16296971.79 | 1 |
| Value | Count | Frequency (%) |
| 5701177653 | 1 | |
| 4562412945 | 1 | |
| 3832572521 | 1 | |
| 3413618562 | 1 | |
| 3412608081 | 1 | |
| 3406013588 | 1 | |
| 3379736713 | 1 | |
| 3361695134 | 1 | |
| 3264418441 | 1 | |
| 3229736576 | 1 |
taker_sell_volume
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 8760 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.728987 × 108 |
| Minimum | 8559034 |
|---|---|
| Maximum | 5.3439647 × 109 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 136.9 KiB |
Quantile statistics
| Minimum | 8559034 |
|---|---|
| 5-th percentile | 46174392 |
| Q1 | 99974124 |
| median | 1.7241668 × 108 |
| Q3 | 3.2128701 × 108 |
| 95-th percentile | 8.4278647 × 108 |
| Maximum | 5.3439647 × 109 |
| Range | 5.3354057 × 109 |
| Interquartile range (IQR) | 2.2131289 × 108 |
Descriptive statistics
| Standard deviation | 3.144999 × 108 |
|---|---|
| Coefficient of variation (CV) | 1.1524419 |
| Kurtosis | 30.215723 |
| Mean | 2.728987 × 108 |
| Median Absolute Deviation (MAD) | 89780073 |
| Skewness | 4.1637195 |
| Sum | 2.3905926 × 1012 |
| Variance | 9.891019 × 1016 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 315301940.1 | 1 | < 0.1% |
| 51375370.95 | 1 | < 0.1% |
| 24011289.36 | 1 | < 0.1% |
| 23409953.97 | 1 | < 0.1% |
| 32707728.44 | 1 | < 0.1% |
| 31937660.81 | 1 | < 0.1% |
| 30265748.26 | 1 | < 0.1% |
| 26384687.31 | 1 | < 0.1% |
| 91869177.29 | 1 | < 0.1% |
| 37008868.12 | 1 | < 0.1% |
| Other values (8750) | 8750 |
| Value | Count | Frequency (%) |
| 8559033.986 | 1 | |
| 9551040.712 | 1 | |
| 10704061.16 | 1 | |
| 11976792.82 | 1 | |
| 12833687.81 | 1 | |
| 14039006.6 | 1 | |
| 15182645.98 | 1 | |
| 15249915.36 | 1 | |
| 15764117.6 | 1 | |
| 15863988.09 | 1 |
| Value | Count | Frequency (%) |
| 5343964734 | 1 | |
| 4042449218 | 1 | |
| 3871544816 | 1 | |
| 3566912359 | 1 | |
| 3475962076 | 1 | |
| 3437165791 | 1 | |
| 3428769211 | 1 | |
| 3330246242 | 1 | |
| 3232070341 | 1 | |
| 3123744867 | 1 |
taker_buy_ratio
Real number (ℝ)
HIGH CORRELATION
| Distinct | 8756 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.49811532 |
| Minimum | 0.22836613 |
|---|---|
| Maximum | 0.72892056 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 136.9 KiB |
Quantile statistics
| Minimum | 0.22836613 |
|---|---|
| 5-th percentile | 0.42387861 |
| Q1 | 0.46663078 |
| median | 0.49835828 |
| Q3 | 0.52850071 |
| 95-th percentile | 0.57493605 |
| Maximum | 0.72892056 |
| Range | 0.50055443 |
| Interquartile range (IQR) | 0.061869927 |
Descriptive statistics
| Standard deviation | 0.046195433 |
|---|---|
| Coefficient of variation (CV) | 0.09274044 |
| Kurtosis | 0.37643013 |
| Mean | 0.49811532 |
| Median Absolute Deviation (MAD) | 0.030950125 |
| Skewness | 0.038752143 |
| Sum | 4363.4902 |
| Variance | 0.0021340181 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.52262178 | 2 | < 0.1% |
| 0.53620849 | 2 | < 0.1% |
| 0.50743738 | 2 | < 0.1% |
| 0.47623099 | 2 | < 0.1% |
| 0.52954993 | 1 | < 0.1% |
| 0.49163652 | 1 | < 0.1% |
| 0.43195474 | 1 | < 0.1% |
| 0.51681822 | 1 | < 0.1% |
| 0.45444275 | 1 | < 0.1% |
| 0.61731961 | 1 | < 0.1% |
| Other values (8746) | 8746 |
| Value | Count | Frequency (%) |
| 0.22836613 | 1 | |
| 0.304869 | 1 | |
| 0.30633538 | 1 | |
| 0.32751126 | 1 | |
| 0.33270949 | 1 | |
| 0.33391593 | 1 | |
| 0.34288154 | 1 | |
| 0.3432961 | 1 | |
| 0.35048582 | 1 | |
| 0.35059714 | 1 |
| Value | Count | Frequency (%) |
| 0.72892056 | 1 | |
| 0.70749601 | 1 | |
| 0.70404321 | 1 | |
| 0.69002015 | 1 | |
| 0.68368864 | 1 | |
| 0.67296916 | 1 | |
| 0.66938336 | 1 | |
| 0.66750262 | 1 | |
| 0.666666 | 1 | |
| 0.65404982 | 1 |
taker_sell_ratio
Real number (ℝ)
HIGH CORRELATION
| Distinct | 8756 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.50188468 |
| Minimum | 0.27107944 |
|---|---|
| Maximum | 0.77163387 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 136.9 KiB |
Quantile statistics
| Minimum | 0.27107944 |
|---|---|
| 5-th percentile | 0.42506395 |
| Q1 | 0.47149929 |
| median | 0.50164172 |
| Q3 | 0.53336922 |
| 95-th percentile | 0.57612139 |
| Maximum | 0.77163387 |
| Range | 0.50055443 |
| Interquartile range (IQR) | 0.061869928 |
Descriptive statistics
| Standard deviation | 0.046195433 |
|---|---|
| Coefficient of variation (CV) | 0.092043919 |
| Kurtosis | 0.37643013 |
| Mean | 0.50188468 |
| Median Absolute Deviation (MAD) | 0.030950125 |
| Skewness | -0.038752143 |
| Sum | 4396.5098 |
| Variance | 0.0021340181 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.47737822 | 2 | < 0.1% |
| 0.46379151 | 2 | < 0.1% |
| 0.49256262 | 2 | < 0.1% |
| 0.52376901 | 2 | < 0.1% |
| 0.47045007 | 1 | < 0.1% |
| 0.50836348 | 1 | < 0.1% |
| 0.56804526 | 1 | < 0.1% |
| 0.48318178 | 1 | < 0.1% |
| 0.54555725 | 1 | < 0.1% |
| 0.38268039 | 1 | < 0.1% |
| Other values (8746) | 8746 |
| Value | Count | Frequency (%) |
| 0.27107944 | 1 | |
| 0.29250399 | 1 | |
| 0.29595679 | 1 | |
| 0.30997985 | 1 | |
| 0.31631136 | 1 | |
| 0.32703084 | 1 | |
| 0.33061664 | 1 | |
| 0.33249738 | 1 | |
| 0.333334 | 1 | |
| 0.34595018 | 1 |
| Value | Count | Frequency (%) |
| 0.77163387 | 1 | |
| 0.695131 | 1 | |
| 0.69366462 | 1 | |
| 0.67248874 | 1 | |
| 0.66729051 | 1 | |
| 0.66608407 | 1 | |
| 0.65711846 | 1 | |
| 0.6567039 | 1 | |
| 0.64951418 | 1 | |
| 0.64940286 | 1 |
taker_buy_sell_ratio
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 8760 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0099496 |
| Minimum | 0.2959514 |
|---|---|
| Maximum | 2.6889555 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 136.9 KiB |
Quantile statistics
| Minimum | 0.2959514 |
|---|---|
| 5-th percentile | 0.7357453 |
| Q1 | 0.87487385 |
| median | 0.99345462 |
| Q3 | 1.120894 |
| 95-th percentile | 1.3525872 |
| Maximum | 2.6889555 |
| Range | 2.3930041 |
| Interquartile range (IQR) | 0.24602013 |
Descriptive statistics
| Standard deviation | 0.19195993 |
|---|---|
| Coefficient of variation (CV) | 0.19006882 |
| Kurtosis | 2.3569938 |
| Mean | 1.0099496 |
| Median Absolute Deviation (MAD) | 0.12240759 |
| Skewness | 0.81002122 |
| Sum | 8847.1585 |
| Variance | 0.036848616 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.80811872 | 1 | < 0.1% |
| 0.90477375 | 1 | < 0.1% |
| 1.65572085 | 1 | < 0.1% |
| 1.02751247 | 1 | < 0.1% |
| 0.87447695 | 1 | < 0.1% |
| 0.96679592 | 1 | < 0.1% |
| 1.05793999 | 1 | < 0.1% |
| 1.14720032 | 1 | < 0.1% |
| 0.78663668 | 1 | < 0.1% |
| 0.68117142 | 1 | < 0.1% |
| Other values (8750) | 8750 |
| Value | Count | Frequency (%) |
| 0.2959514 | 1 | |
| 0.43857777 | 1 | |
| 0.44161886 | 1 | |
| 0.48701376 | 1 | |
| 0.49859766 | 1 | |
| 0.50131198 | 1 | |
| 0.52179563 | 1 | |
| 0.52275629 | 1 | |
| 0.53961227 | 1 | |
| 0.5398762 | 1 |
| Value | Count | Frequency (%) |
| 2.68895551 | 1 | |
| 2.41875678 | 1 | |
| 2.37887158 | 1 | |
| 2.22601612 | 1 | |
| 2.16144193 | 1 | |
| 2.05781561 | 1 | |
| 2.02465115 | 1 | |
| 2.00754245 | 1 | |
| 1.99999396 | 1 | |
| 1.89058961 | 1 |
close
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 8760 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28797.311 |
| Minimum | 16519.005 |
|---|---|
| Maximum | 44537.263 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 136.9 KiB |
Quantile statistics
| Minimum | 16519.005 |
|---|---|
| 5-th percentile | 20868.863 |
| Q1 | 25927.521 |
| median | 27698.872 |
| Q3 | 30241.234 |
| 95-th percentile | 42354.004 |
| Maximum | 44537.263 |
| Range | 28018.258 |
| Interquartile range (IQR) | 4313.7129 |
Descriptive statistics
| Standard deviation | 5885.7418 |
|---|---|
| Coefficient of variation (CV) | 0.20438512 |
| Kurtosis | 0.66610845 |
| Mean | 28797.311 |
| Median Absolute Deviation (MAD) | 2171.819 |
| Skewness | 0.80550225 |
| Sum | 2.5226445 × 108 |
| Variance | 34641956 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 42285.79991 | 1 | < 0.1% |
| 16536.74797 | 1 | < 0.1% |
| 16557.13654 | 1 | < 0.1% |
| 16548.1498 | 1 | < 0.1% |
| 16533.63287 | 1 | < 0.1% |
| 16524.71216 | 1 | < 0.1% |
| 16529.40807 | 1 | < 0.1% |
| 16541.53068 | 1 | < 0.1% |
| 16532.20215 | 1 | < 0.1% |
| 16519.00511 | 1 | < 0.1% |
| Other values (8750) | 8750 |
| Value | Count | Frequency (%) |
| 16519.00511 | 1 | |
| 16524.71216 | 1 | |
| 16529.40807 | 1 | |
| 16531.63909 | 1 | |
| 16532.20215 | 1 | |
| 16533.63287 | 1 | |
| 16536.74797 | 1 | |
| 16540.82402 | 1 | |
| 16541.53068 | 1 | |
| 16547.01285 | 1 |
| Value | Count | Frequency (%) |
| 44537.26306 | 1 | |
| 44403.31406 | 1 | |
| 44289.26666 | 1 | |
| 44279.03513 | 1 | |
| 44269.78448 | 1 | |
| 44236.78628 | 1 | |
| 44201.80892 | 1 | |
| 44187.08387 | 1 | |
| 44186.05248 | 1 | |
| 44185.27887 | 1 |
volume
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 8760 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5068.8066 |
| Minimum | 116.49674 |
|---|---|
| Maximum | 106106.47 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 136.9 KiB |
Quantile statistics
| Minimum | 116.49674 |
|---|---|
| 5-th percentile | 433.54449 |
| Q1 | 1005.7632 |
| median | 2080.7782 |
| Q3 | 6001.9371 |
| 95-th percentile | 19104.352 |
| Maximum | 106106.47 |
| Range | 105989.97 |
| Interquartile range (IQR) | 4996.1739 |
Descriptive statistics
| Standard deviation | 7614.0475 |
|---|---|
| Coefficient of variation (CV) | 1.5021381 |
| Kurtosis | 21.184 |
| Mean | 5068.8066 |
| Median Absolute Deviation (MAD) | 1386.1156 |
| Skewness | 3.7199966 |
| Sum | 44402746 |
| Variance | 57973719 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1549.917518 | 1 | < 0.1% |
| 5516.420322 | 1 | < 0.1% |
| 4513.341881 | 1 | < 0.1% |
| 4310.904314 | 1 | < 0.1% |
| 4893.417864 | 1 | < 0.1% |
| 5209.002297 | 1 | < 0.1% |
| 4055.630162 | 1 | < 0.1% |
| 3702.224333 | 1 | < 0.1% |
| 6125.292231 | 1 | < 0.1% |
| 4556.221381 | 1 | < 0.1% |
| Other values (8750) | 8750 |
| Value | Count | Frequency (%) |
| 116.4967444 | 1 | |
| 119.4845134 | 1 | |
| 124.2793669 | 1 | |
| 129.1270882 | 1 | |
| 130.0100283 | 1 | |
| 146.8547893 | 1 | |
| 147.8644705 | 1 | |
| 154.2692605 | 1 | |
| 154.8321615 | 1 | |
| 156.4966117 | 1 |
| Value | Count | Frequency (%) |
| 106106.465 | 1 | |
| 86618.83068 | 1 | |
| 86090.87206 | 1 | |
| 83584.08271 | 1 | |
| 82384.84134 | 1 | |
| 74701.87846 | 1 | |
| 71411.46546 | 1 | |
| 67774.19935 | 1 | |
| 66242.11102 | 1 | |
| 65273.77839 | 1 |
binance_open_interest
Real number (ℝ)
HIGH CORRELATION
| Distinct | 8582 |
|---|---|
| Distinct (%) | 98.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.5764861 × 109 |
| Minimum | 2.2694114 × 109 |
|---|---|
| Maximum | 4.7512896 × 109 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 136.9 KiB |
Quantile statistics
| Minimum | 2.2694114 × 109 |
|---|---|
| 5-th percentile | 2.7651536 × 109 |
| Q1 | 3.160244 × 109 |
| median | 3.6533086 × 109 |
| Q3 | 3.9544275 × 109 |
| 95-th percentile | 4.3591042 × 109 |
| Maximum | 4.7512896 × 109 |
| Range | 2.4818782 × 109 |
| Interquartile range (IQR) | 7.9418349 × 108 |
Descriptive statistics
| Standard deviation | 5.0698982 × 108 |
|---|---|
| Coefficient of variation (CV) | 0.14175641 |
| Kurtosis | -0.68563055 |
| Mean | 3.5764861 × 109 |
| Median Absolute Deviation (MAD) | 3.9711912 × 108 |
| Skewness | -0.2399718 |
| Sum | 3.1330018 × 1013 |
| Variance | 2.5703868 × 1017 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3101074989 | 165 | 1.9% |
| 4052261862 | 10 | 0.1% |
| 2645388314 | 6 | 0.1% |
| 2931782665 | 1 | < 0.1% |
| 2945642926 | 1 | < 0.1% |
| 2963526620 | 1 | < 0.1% |
| 2961704440 | 1 | < 0.1% |
| 2940853271 | 1 | < 0.1% |
| 2958484109 | 1 | < 0.1% |
| 2940371839 | 1 | < 0.1% |
| Other values (8572) | 8572 |
| Value | Count | Frequency (%) |
| 2269411414 | 1 | |
| 2321371722 | 1 | |
| 2321378691 | 1 | |
| 2322316103 | 1 | |
| 2325235264 | 1 | |
| 2327001802 | 1 | |
| 2327885357 | 1 | |
| 2328606562 | 1 | |
| 2331260931 | 1 | |
| 2331624611 | 1 |
| Value | Count | Frequency (%) |
| 4751289621 | 1 | |
| 4743842292 | 1 | |
| 4734676430 | 1 | |
| 4729611105 | 1 | |
| 4726373537 | 1 | |
| 4724251784 | 1 | |
| 4723080860 | 1 | |
| 4714089246 | 1 | |
| 4706025286 | 1 | |
| 4700945675 | 1 |
binance_long_liquidations
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 4870 |
|---|---|
| Distinct (%) | 55.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.8509174 |
| Minimum | 0 |
|---|---|
| Maximum | 618.85422 |
| Zeros | 1931 |
| Zeros (%) | 22.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 136.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.003 |
| median | 0.52178221 |
| Q3 | 4.1017943 |
| 95-th percentile | 21.064511 |
| Maximum | 618.85422 |
| Range | 618.85422 |
| Interquartile range (IQR) | 4.0987943 |
Descriptive statistics
| Standard deviation | 15.116922 |
|---|---|
| Coefficient of variation (CV) | 3.1163017 |
| Kurtosis | 382.73474 |
| Mean | 4.8509174 |
| Median Absolute Deviation (MAD) | 0.52178221 |
| Skewness | 13.872117 |
| Sum | 42494.036 |
| Variance | 228.52133 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1931 | 22.0% |
| 0.001 | 130 | 1.5% |
| 0.003 | 78 | 0.9% |
| 0.002 | 62 | 0.7% |
| 0.004 | 47 | 0.5% |
| 0.005 | 45 | 0.5% |
| 0.01 | 38 | 0.4% |
| 0.006 | 30 | 0.3% |
| 0.012 | 27 | 0.3% |
| 0.022 | 25 | 0.3% |
| Other values (4860) | 6347 |
| Value | Count | Frequency (%) |
| 0 | 1931 | |
| 3.538 × 10-5 | 1 | < 0.1% |
| 3.73 × 10-5 | 1 | < 0.1% |
| 5.987 × 10-5 | 1 | < 0.1% |
| 0.00010648 | 1 | < 0.1% |
| 0.00013131 | 1 | < 0.1% |
| 0.00022349 | 1 | < 0.1% |
| 0.00023729 | 1 | < 0.1% |
| 0.00030754 | 1 | < 0.1% |
| 0.00045139 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 618.854216 | 1 | |
| 262.8869208 | 1 | |
| 262.1319435 | 1 | |
| 261.0308722 | 1 | |
| 244.2551222 | 1 | |
| 243.2161338 | 1 | |
| 229.3736129 | 1 | |
| 214.729834 | 1 | |
| 197.4912945 | 1 | |
| 183.8810795 | 1 |
binance_short_liquidations
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 4926 |
|---|---|
| Distinct (%) | 56.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.3123309 |
| Minimum | 0 |
|---|---|
| Maximum | 556.20516 |
| Zeros | 1758 |
| Zeros (%) | 20.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 136.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.013 |
| median | 0.7705847 |
| Q3 | 4.537 |
| 95-th percentile | 23.583308 |
| Maximum | 556.20516 |
| Range | 556.20516 |
| Interquartile range (IQR) | 4.524 |
Descriptive statistics
| Standard deviation | 15.461282 |
|---|---|
| Coefficient of variation (CV) | 2.9104517 |
| Kurtosis | 340.32237 |
| Mean | 5.3123309 |
| Median Absolute Deviation (MAD) | 0.7705847 |
| Skewness | 13.097453 |
| Sum | 46536.019 |
| Variance | 239.05125 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1758 | 20.1% |
| 0.001 | 93 | 1.1% |
| 0.003 | 55 | 0.6% |
| 0.002 | 44 | 0.5% |
| 0.006 | 37 | 0.4% |
| 0.005 | 29 | 0.3% |
| 0.004 | 27 | 0.3% |
| 0.014 | 25 | 0.3% |
| 0.01 | 23 | 0.3% |
| 0.008 | 23 | 0.3% |
| Other values (4916) | 6646 |
| Value | Count | Frequency (%) |
| 0 | 1758 | |
| 3.791 × 10-5 | 1 | < 0.1% |
| 7.385 × 10-5 | 1 | < 0.1% |
| 7.58 × 10-5 | 1 | < 0.1% |
| 0.00022091 | 1 | < 0.1% |
| 0.00026339 | 1 | < 0.1% |
| 0.00029212 | 1 | < 0.1% |
| 0.00036983 | 1 | < 0.1% |
| 0.00051265 | 1 | < 0.1% |
| 0.00098345 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 556.2051633 | 1 | |
| 505.7606721 | 1 | |
| 212.9635003 | 1 | |
| 193.3083245 | 1 | |
| 191.3913375 | 1 | |
| 183.2140977 | 1 | |
| 181.5243047 | 1 | |
| 178.9201933 | 1 | |
| 171.4826778 | 1 | |
| 168.6549074 | 1 |
binance_long_liquidations_usd
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 6827 |
|---|---|
| Distinct (%) | 77.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 136818.45 |
| Minimum | 0 |
|---|---|
| Maximum | 16234371 |
| Zeros | 1931 |
| Zeros (%) | 22.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 136.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 87.534458 |
| median | 15069.111 |
| Q3 | 117031.47 |
| 95-th percentile | 609866.05 |
| Maximum | 16234371 |
| Range | 16234371 |
| Interquartile range (IQR) | 116943.93 |
Descriptive statistics
| Standard deviation | 416880.09 |
|---|---|
| Coefficient of variation (CV) | 3.0469581 |
| Kurtosis | 340.73078 |
| Mean | 136818.45 |
| Median Absolute Deviation (MAD) | 15069.111 |
| Skewness | 13.209549 |
| Sum | 1.1985296 × 109 |
| Variance | 1.7378901 × 1011 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1931 | 22.0% |
| 1 | 3 | < 0.1% |
| 3 | 2 | < 0.1% |
| 4253.36168 | 1 | < 0.1% |
| 12229.51429 | 1 | < 0.1% |
| 9744.64608 | 1 | < 0.1% |
| 18460.03944 | 1 | < 0.1% |
| 6374.77348 | 1 | < 0.1% |
| 208494.4257 | 1 | < 0.1% |
| 64542.47827 | 1 | < 0.1% |
| Other values (6817) | 6817 |
| Value | Count | Frequency (%) |
| 0 | 1931 | |
| 1 | 3 | < 0.1% |
| 3 | 2 | < 0.1% |
| 6 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 16.67323 | 1 | < 0.1% |
| 16.85591 | 1 | < 0.1% |
| 16.86918 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 16234371.17 | 1 | |
| 9893517.395 | 1 | |
| 6989054.833 | 1 | |
| 6860824.63 | 1 | |
| 6534773.863 | 1 | |
| 5983049.969 | 1 | |
| 5940065.123 | 1 | |
| 5536792.837 | 1 | |
| 5104924.216 | 1 | |
| 4965456.579 | 1 |
binance_short_liquidations_usd
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 6997 |
|---|---|
| Distinct (%) | 79.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 152925 |
| Minimum | 0 |
|---|---|
| Maximum | 16842490 |
| Zeros | 1758 |
| Zeros (%) | 20.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 136.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 366.70119 |
| median | 22377.276 |
| Q3 | 131657.36 |
| 95-th percentile | 687353.9 |
| Maximum | 16842490 |
| Range | 16842490 |
| Interquartile range (IQR) | 131290.66 |
Descriptive statistics
| Standard deviation | 441077.34 |
|---|---|
| Coefficient of variation (CV) | 2.8842723 |
| Kurtosis | 320.1552 |
| Mean | 152925 |
| Median Absolute Deviation (MAD) | 22377.276 |
| Skewness | 12.505838 |
| Sum | 1.339623 × 109 |
| Variance | 1.9454922 × 1011 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1758 | 20.1% |
| 730504.434 | 6 | 0.1% |
| 2 | 2 | < 0.1% |
| 63273.00422 | 1 | < 0.1% |
| 185872.0359 | 1 | < 0.1% |
| 122546.9873 | 1 | < 0.1% |
| 36753.18236 | 1 | < 0.1% |
| 78882.84061 | 1 | < 0.1% |
| 31851.45791 | 1 | < 0.1% |
| 14688.49602 | 1 | < 0.1% |
| Other values (6987) | 6987 |
| Value | Count | Frequency (%) |
| 0 | 1758 | |
| 1 | 1 | < 0.1% |
| 2 | 2 | < 0.1% |
| 5.35524 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 16.1406 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 16842489.62 | 1 | |
| 11615259.28 | 1 | |
| 6751134.764 | 1 | |
| 5548972.116 | 1 | |
| 5367368.318 | 1 | |
| 5134616.628 | 1 | |
| 5068509.759 | 1 | |
| 5053033.804 | 1 | |
| 4812690.128 | 1 | |
| 4633713.319 | 1 |
binance_funding_rates
Real number (ℝ)
HIGH CORRELATION
| Distinct | 5471 |
|---|---|
| Distinct (%) | 62.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.00735857 |
| Minimum | -0.01320587 |
|---|---|
| Maximum | 0.05894698 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 885 |
| Negative (%) | 10.1% |
| Memory size | 136.9 KiB |
Quantile statistics
| Minimum | -0.01320587 |
|---|---|
| 5-th percentile | -0.001966238 |
| Q1 | 0.0032425675 |
| median | 0.008581215 |
| Q3 | 0.01 |
| 95-th percentile | 0.015173008 |
| Maximum | 0.05894698 |
| Range | 0.07215285 |
| Interquartile range (IQR) | 0.0067574325 |
Descriptive statistics
| Standard deviation | 0.0069596656 |
|---|---|
| Coefficient of variation (CV) | 0.9457905 |
| Kurtosis | 11.65436 |
| Mean | 0.00735857 |
| Median Absolute Deviation (MAD) | 0.0017547 |
| Skewness | 2.2991655 |
| Sum | 64.461073 |
| Variance | 4.8436946 × 10-5 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.01 | 3268 | |
| 0.002121 | 3 | < 0.1% |
| -0.00165713 | 2 | < 0.1% |
| 0.00999917 | 2 | < 0.1% |
| 0.01403467 | 2 | < 0.1% |
| 0.00238208 | 2 | < 0.1% |
| 0.00411802 | 2 | < 0.1% |
| 0.00567612 | 2 | < 0.1% |
| 0.009728 | 2 | < 0.1% |
| 0.00639318 | 2 | < 0.1% |
| Other values (5461) | 5473 |
| Value | Count | Frequency (%) |
| -0.01320587 | 1 | |
| -0.0127648 | 1 | |
| -0.01275025 | 1 | |
| -0.01229 | 1 | |
| -0.01215228 | 1 | |
| -0.01209545 | 1 | |
| -0.0116743 | 1 | |
| -0.01158467 | 1 | |
| -0.01113657 | 1 | |
| -0.01060752 | 1 |
| Value | Count | Frequency (%) |
| 0.05894698 | 1 | |
| 0.05876908 | 1 | |
| 0.05844777 | 1 | |
| 0.05805438 | 1 | |
| 0.05721097 | 1 | |
| 0.0570598 | 1 | |
| 0.05699582 | 1 | |
| 0.05640587 | 1 | |
| 0.05629343 | 1 | |
| 0.05601833 | 1 |
open_interest
Real number (ℝ)
HIGH CORRELATION
| Distinct | 8755 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.5528196 × 109 |
| Minimum | 2.805553 × 109 |
|---|---|
| Maximum | 1.1792299 × 1010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 136.9 KiB |
Quantile statistics
| Minimum | 2.805553 × 109 |
|---|---|
| 5-th percentile | 6.7151662 × 109 |
| Q1 | 7.6126977 × 109 |
| median | 8.335249 × 109 |
| Q3 | 9.5991364 × 109 |
| 95-th percentile | 1.0651079 × 1010 |
| Maximum | 1.1792299 × 1010 |
| Range | 8.9867463 × 109 |
| Interquartile range (IQR) | 1.9864387 × 109 |
Descriptive statistics
| Standard deviation | 1.2330317 × 109 |
|---|---|
| Coefficient of variation (CV) | 0.1441667 |
| Kurtosis | -0.64818261 |
| Mean | 8.5528196 × 109 |
| Median Absolute Deviation (MAD) | 1.0263094 × 109 |
| Skewness | 0.24077611 |
| Sum | 7.49227 × 1013 |
| Variance | 1.5203673 × 1018 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 6640543899 | 6 | 0.1% |
| 7099542222 | 1 | < 0.1% |
| 7124551097 | 1 | < 0.1% |
| 7116741612 | 1 | < 0.1% |
| 7125569294 | 1 | < 0.1% |
| 7154920770 | 1 | < 0.1% |
| 7161600884 | 1 | < 0.1% |
| 7162934688 | 1 | < 0.1% |
| 7346174133 | 1 | < 0.1% |
| 7181423752 | 1 | < 0.1% |
| Other values (8745) | 8745 |
| Value | Count | Frequency (%) |
| 2805552974 | 1 | |
| 5819141214 | 1 | |
| 5880216079 | 1 | |
| 5907733689 | 1 | |
| 5920328773 | 1 | |
| 5934829346 | 1 | |
| 5953851339 | 1 | |
| 5962973813 | 1 | |
| 5984618296 | 1 | |
| 5987969022 | 1 |
| Value | Count | Frequency (%) |
| 1.179229928 × 1010 | 1 | |
| 1.176012958 × 1010 | 1 | |
| 1.175683415 × 1010 | 1 | |
| 1.170609943 × 1010 | 1 | |
| 1.170365939 × 1010 | 1 | |
| 1.170348267 × 1010 | 1 | |
| 1.169723754 × 1010 | 1 | |
| 1.169672902 × 1010 | 1 | |
| 1.169451739 × 1010 | 1 | |
| 1.169418708 × 1010 | 1 |
coinbase_premium_gap
Real number (ℝ)
HIGH CORRELATION
| Distinct | 4356 |
|---|---|
| Distinct (%) | 49.8% |
| Missing | 5 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.2277441 |
| Minimum | -442.6 |
|---|---|
| Maximum | 317.18 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 2696 |
| Negative (%) | 30.8% |
| Memory size | 136.9 KiB |
Quantile statistics
| Minimum | -442.6 |
|---|---|
| 5-th percentile | -22.566 |
| Q1 | -1.87 |
| median | 4.36 |
| Q3 | 12.775 |
| 95-th percentile | 35.333 |
| Maximum | 317.18 |
| Range | 759.78 |
| Interquartile range (IQR) | 14.645 |
Descriptive statistics
| Standard deviation | 25.619763 |
|---|---|
| Coefficient of variation (CV) | 3.5446417 |
| Kurtosis | 36.692374 |
| Mean | 7.2277441 |
| Median Absolute Deviation (MAD) | 7.22 |
| Skewness | 2.9604044 |
| Sum | 63278.9 |
| Variance | 656.37225 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2.62 | 13 | 0.1% |
| 3.12 | 11 | 0.1% |
| 6.47 | 11 | 0.1% |
| -0.61 | 11 | 0.1% |
| 2.75 | 11 | 0.1% |
| 3.54 | 9 | 0.1% |
| 0.94 | 9 | 0.1% |
| 1.99 | 9 | 0.1% |
| 5.33 | 9 | 0.1% |
| 6.59 | 9 | 0.1% |
| Other values (4346) | 8653 |
| Value | Count | Frequency (%) |
| -442.6 | 1 | |
| -97.68 | 1 | |
| -72.73 | 1 | |
| -69.99 | 1 | |
| -68.68 | 1 | |
| -59.18 | 1 | |
| -59.14 | 1 | |
| -58.77 | 1 | |
| -58.6 | 1 | |
| -58.42 | 1 |
| Value | Count | Frequency (%) |
| 317.18 | 1 | |
| 308.54 | 1 | |
| 274.06 | 1 | |
| 268.54 | 1 | |
| 258.38 | 1 | |
| 256.64 | 1 | |
| 247.41 | 1 | |
| 241.53 | 2 | |
| 240.89 | 1 | |
| 239.56 | 1 |
coinbase_premium_index
Real number (ℝ)
HIGH CORRELATION
| Distinct | 8752 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 5 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.026271086 |
| Minimum | -1.5762108 |
|---|---|
| Maximum | 1.5049024 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 2696 |
| Negative (%) | 30.8% |
| Memory size | 136.9 KiB |
Quantile statistics
| Minimum | -1.5762108 |
|---|---|
| 5-th percentile | -0.074339565 |
| Q1 | -0.0072602 |
| median | 0.01611243 |
| Q3 | 0.041825415 |
| 95-th percentile | 0.1152059 |
| Maximum | 1.5049024 |
| Range | 3.0811132 |
| Interquartile range (IQR) | 0.049085615 |
Descriptive statistics
| Standard deviation | 0.10391822 |
|---|---|
| Coefficient of variation (CV) | 3.9556119 |
| Kurtosis | 55.803183 |
| Mean | 0.026271086 |
| Median Absolute Deviation (MAD) | 0.0246851 |
| Skewness | 5.0289063 |
| Sum | 230.00336 |
| Variance | 0.010798997 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.00264322 | 2 | < 0.1% |
| 0.02120463 | 2 | < 0.1% |
| 0.02619705 | 2 | < 0.1% |
| -0.05087454 | 1 | < 0.1% |
| -0.02704158 | 1 | < 0.1% |
| -0.05217207 | 1 | < 0.1% |
| -0.03579613 | 1 | < 0.1% |
| -0.0426366 | 1 | < 0.1% |
| -0.03834717 | 1 | < 0.1% |
| -0.04795088 | 1 | < 0.1% |
| Other values (8742) | 8742 | |
| (Missing) | 5 | 0.1% |
| Value | Count | Frequency (%) |
| -1.57621083 | 1 | |
| -0.3911227 | 1 | |
| -0.29152976 | 1 | |
| -0.27489813 | 1 | |
| -0.24925214 | 1 | |
| -0.23482786 | 1 | |
| -0.21624822 | 1 | |
| -0.21501969 | 1 | |
| -0.20897841 | 1 | |
| -0.20578963 | 1 |
| Value | Count | Frequency (%) |
| 1.50490239 | 1 | |
| 1.48482594 | 1 | |
| 1.33124461 | 1 | |
| 1.26085584 | 1 | |
| 1.2347057 | 1 | |
| 1.21639859 | 1 | |
| 1.1909494 | 1 | |
| 1.18635726 | 1 | |
| 1.18471131 | 1 | |
| 1.18457739 | 1 |
funding_rates
Real number (ℝ)
HIGH CORRELATION
| Distinct | 8682 |
|---|---|
| Distinct (%) | 99.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0071647231 |
| Minimum | -0.09756805 |
|---|---|
| Maximum | 0.06702433 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1129 |
| Negative (%) | 12.9% |
| Memory size | 136.9 KiB |
Quantile statistics
| Minimum | -0.09756805 |
|---|---|
| 5-th percentile | -0.0038509405 |
| Q1 | 0.002939965 |
| median | 0.006678935 |
| Q3 | 0.010653422 |
| 95-th percentile | 0.022845441 |
| Maximum | 0.06702433 |
| Range | 0.16459238 |
| Interquartile range (IQR) | 0.0077134575 |
Descriptive statistics
| Standard deviation | 0.01069997 |
|---|---|
| Coefficient of variation (CV) | 1.493424 |
| Kurtosis | 22.481723 |
| Mean | 0.0071647231 |
| Median Absolute Deviation (MAD) | 0.00385172 |
| Skewness | -1.6586074 |
| Sum | 62.762974 |
| Variance | 0.00011448935 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.00669906 | 5 | 0.1% |
| -0.00048477 | 4 | < 0.1% |
| 0.00401003 | 4 | < 0.1% |
| 0.00619823 | 4 | < 0.1% |
| 0.00296985 | 4 | < 0.1% |
| 0.00857424 | 3 | < 0.1% |
| 0.00461202 | 3 | < 0.1% |
| 0.00556307 | 3 | < 0.1% |
| 0.00339252 | 3 | < 0.1% |
| 0.0060102 | 3 | < 0.1% |
| Other values (8672) | 8724 |
| Value | Count | Frequency (%) |
| -0.09756805 | 1 | |
| -0.09677896 | 1 | |
| -0.09251761 | 1 | |
| -0.08866595 | 1 | |
| -0.0883365 | 1 | |
| -0.08785627 | 1 | |
| -0.08771218 | 1 | |
| -0.08770249 | 1 | |
| -0.08654436 | 1 | |
| -0.08598773 | 1 |
| Value | Count | Frequency (%) |
| 0.06702433 | 1 | |
| 0.0668706 | 1 | |
| 0.06675655 | 1 | |
| 0.06587443 | 1 | |
| 0.06572976 | 1 | |
| 0.06495671 | 1 | |
| 0.06453029 | 1 | |
| 0.06398099 | 1 | |
| 0.06360782 | 1 | |
| 0.06290353 | 1 |
binance_taker_buy_volume
Real number (ℝ)
HIGH CORRELATION
| Distinct | 8757 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 3 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.3527884 × 108 |
| Minimum | 10327503 |
|---|---|
| Maximum | 5.1488014 × 109 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 136.9 KiB |
Quantile statistics
| Minimum | 10327503 |
|---|---|
| 5-th percentile | 39398443 |
| Q1 | 85476792 |
| median | 1.4876453 × 108 |
| Q3 | 2.7565895 × 108 |
| 95-th percentile | 7.2547212 × 108 |
| Maximum | 5.1488014 × 109 |
| Range | 5.1384739 × 109 |
| Interquartile range (IQR) | 1.9018216 × 108 |
Descriptive statistics
| Standard deviation | 2.7636177 × 108 |
|---|---|
| Coefficient of variation (CV) | 1.1746138 |
| Kurtosis | 35.999253 |
| Mean | 2.3527884 × 108 |
| Median Absolute Deviation (MAD) | 77904209 |
| Skewness | 4.4413619 |
| Sum | 2.0603368 × 1012 |
| Variance | 7.6375825 × 1016 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 49254665.8 | 1 | < 0.1% |
| 67383005.58 | 1 | < 0.1% |
| 65056103.14 | 1 | < 0.1% |
| 64912609.65 | 1 | < 0.1% |
| 94181118.88 | 1 | < 0.1% |
| 72113404.82 | 1 | < 0.1% |
| 98910576.03 | 1 | < 0.1% |
| 105935895.9 | 1 | < 0.1% |
| 246720916.3 | 1 | < 0.1% |
| 416106227.5 | 1 | < 0.1% |
| Other values (8747) | 8747 | |
| (Missing) | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 10327502.81 | 1 | |
| 11411491.14 | 1 | |
| 11492265.64 | 1 | |
| 11749482.16 | 1 | |
| 11838680.35 | 1 | |
| 12434138.09 | 1 | |
| 13101609.79 | 1 | |
| 13135371.46 | 1 | |
| 13240166.63 | 1 | |
| 13337907.48 | 1 |
| Value | Count | Frequency (%) |
| 5148801385 | 1 | |
| 4037959904 | 1 | |
| 3391284797 | 1 | |
| 3063281883 | 1 | |
| 3015168768 | 1 | |
| 3005252923 | 1 | |
| 2947397600 | 1 | |
| 2933945317 | 1 | |
| 2857351118 | 1 | |
| 2856473621 | 1 |
binance_taker_sell_volume
Real number (ℝ)
HIGH CORRELATION
| Distinct | 8757 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 3 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.3681035 × 108 |
| Minimum | 7728262 |
|---|---|
| Maximum | 4.8163671 × 109 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 136.9 KiB |
Quantile statistics
| Minimum | 7728262 |
|---|---|
| 5-th percentile | 40071585 |
| Q1 | 86254839 |
| median | 1.491755 × 108 |
| Q3 | 2.7589661 × 108 |
| 95-th percentile | 7.3039906 × 108 |
| Maximum | 4.8163671 × 109 |
| Range | 4.8086388 × 109 |
| Interquartile range (IQR) | 1.8964177 × 108 |
Descriptive statistics
| Standard deviation | 2.7476775 × 108 |
|---|---|
| Coefficient of variation (CV) | 1.1602861 |
| Kurtosis | 31.64006 |
| Mean | 2.3681035 × 108 |
| Median Absolute Deviation (MAD) | 77751610 |
| Skewness | 4.2352619 |
| Sum | 2.0737482 × 1012 |
| Variance | 7.5497315 × 1016 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 49865010.62 | 1 | < 0.1% |
| 94866229.84 | 1 | < 0.1% |
| 62693636.24 | 1 | < 0.1% |
| 82156543.25 | 1 | < 0.1% |
| 61453194 | 1 | < 0.1% |
| 63922920.87 | 1 | < 0.1% |
| 78026328.32 | 1 | < 0.1% |
| 106139276.4 | 1 | < 0.1% |
| 275896610.4 | 1 | < 0.1% |
| 493105566.7 | 1 | < 0.1% |
| Other values (8747) | 8747 | |
| (Missing) | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 7728261.986 | 1 | |
| 9026992.712 | 1 | |
| 10205073.16 | 1 | |
| 11146448.82 | 1 | |
| 11664195.81 | 1 | |
| 11805773.6 | 1 | |
| 13625690.36 | 1 | |
| 14176527.31 | 1 | |
| 14219803.6 | 1 | |
| 14591826.82 | 1 |
| Value | Count | Frequency (%) |
| 4816367061 | 1 | |
| 3555323522 | 1 | |
| 3427012027 | 1 | |
| 3121124449 | 1 | |
| 3058301269 | 1 | |
| 3048543006 | 1 | |
| 2955005988 | 1 | |
| 2875651171 | 1 | |
| 2853708362 | 1 | |
| 2780382346 | 1 |
binance_taker_buy_ratio
Real number (ℝ)
HIGH CORRELATION
| Distinct | 8756 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 3 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.49749398 |
| Minimum | 0.13417346 |
|---|---|
| Maximum | 0.73165504 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 136.9 KiB |
Quantile statistics
| Minimum | 0.13417346 |
|---|---|
| 5-th percentile | 0.42549952 |
| Q1 | 0.46772424 |
| median | 0.49772941 |
| Q3 | 0.52667706 |
| 95-th percentile | 0.57134534 |
| Maximum | 0.73165504 |
| Range | 0.59748158 |
| Interquartile range (IQR) | 0.05895282 |
Descriptive statistics
| Standard deviation | 0.045030316 |
|---|---|
| Coefficient of variation (CV) | 0.090514293 |
| Kurtosis | 0.85478144 |
| Mean | 0.49749398 |
| Median Absolute Deviation (MAD) | 0.02957108 |
| Skewness | -0.031816669 |
| Sum | 4356.5548 |
| Variance | 0.0020277293 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.45243777 | 2 | < 0.1% |
| 0.41530554 | 1 | < 0.1% |
| 0.50924646 | 1 | < 0.1% |
| 0.44137474 | 1 | < 0.1% |
| 0.60514367 | 1 | < 0.1% |
| 0.53010403 | 1 | < 0.1% |
| 0.55901609 | 1 | < 0.1% |
| 0.53890531 | 1 | < 0.1% |
| 0.47208695 | 1 | < 0.1% |
| 0.45765599 | 1 | < 0.1% |
| Other values (8746) | 8746 | |
| (Missing) | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.13417346 | 1 | |
| 0.26294498 | 1 | |
| 0.29964727 | 1 | |
| 0.32544884 | 1 | |
| 0.33260147 | 1 | |
| 0.33595761 | 1 | |
| 0.33678498 | 1 | |
| 0.34045958 | 1 | |
| 0.346748 | 1 | |
| 0.35051993 | 1 |
| Value | Count | Frequency (%) |
| 0.73165504 | 1 | |
| 0.70464483 | 1 | |
| 0.68513174 | 1 | |
| 0.68512649 | 1 | |
| 0.68286277 | 1 | |
| 0.67108199 | 1 | |
| 0.66627892 | 1 | |
| 0.66045536 | 1 | |
| 0.64718293 | 1 | |
| 0.64674134 | 1 |
binance_taker_sell_ratio
Real number (ℝ)
HIGH CORRELATION
| Distinct | 8756 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 3 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.50250602 |
| Minimum | 0.26834496 |
|---|---|
| Maximum | 0.86582654 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 136.9 KiB |
Quantile statistics
| Minimum | 0.26834496 |
|---|---|
| 5-th percentile | 0.42865466 |
| Q1 | 0.47332294 |
| median | 0.50227059 |
| Q3 | 0.53227576 |
| 95-th percentile | 0.57450048 |
| Maximum | 0.86582654 |
| Range | 0.59748158 |
| Interquartile range (IQR) | 0.05895282 |
Descriptive statistics
| Standard deviation | 0.045030316 |
|---|---|
| Coefficient of variation (CV) | 0.089611495 |
| Kurtosis | 0.85478144 |
| Mean | 0.50250602 |
| Median Absolute Deviation (MAD) | 0.02957108 |
| Skewness | 0.031816669 |
| Sum | 4400.4452 |
| Variance | 0.0020277293 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.54756223 | 2 | < 0.1% |
| 0.58469446 | 1 | < 0.1% |
| 0.49075354 | 1 | < 0.1% |
| 0.55862526 | 1 | < 0.1% |
| 0.39485633 | 1 | < 0.1% |
| 0.46989597 | 1 | < 0.1% |
| 0.44098391 | 1 | < 0.1% |
| 0.46109469 | 1 | < 0.1% |
| 0.52791305 | 1 | < 0.1% |
| 0.54234401 | 1 | < 0.1% |
| Other values (8746) | 8746 | |
| (Missing) | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.26834496 | 1 | |
| 0.29535517 | 1 | |
| 0.31486826 | 1 | |
| 0.31487351 | 1 | |
| 0.31713723 | 1 | |
| 0.32891801 | 1 | |
| 0.33372108 | 1 | |
| 0.33954464 | 1 | |
| 0.35281707 | 1 | |
| 0.35325866 | 1 |
| Value | Count | Frequency (%) |
| 0.86582654 | 1 | |
| 0.73705502 | 1 | |
| 0.70035273 | 1 | |
| 0.67455116 | 1 | |
| 0.66739853 | 1 | |
| 0.66404239 | 1 | |
| 0.66321502 | 1 | |
| 0.65954042 | 1 | |
| 0.653252 | 1 | |
| 0.64948007 | 1 |
binance_taker_buy_sell_ratio
Real number (ℝ)
HIGH CORRELATION
| Distinct | 8757 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 3 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0064621 |
| Minimum | 0.15496575 |
|---|---|
| Maximum | 2.7265466 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 136.9 KiB |
Quantile statistics
| Minimum | 0.15496575 |
|---|---|
| 5-th percentile | 0.74064258 |
| Q1 | 0.87872543 |
| median | 0.99095871 |
| Q3 | 1.1127224 |
| 95-th percentile | 1.3328803 |
| Maximum | 2.7265466 |
| Range | 2.5715809 |
| Interquartile range (IQR) | 0.23399701 |
Descriptive statistics
| Standard deviation | 0.18565471 |
|---|---|
| Coefficient of variation (CV) | 0.1844627 |
| Kurtosis | 2.4913507 |
| Mean | 1.0064621 |
| Median Absolute Deviation (MAD) | 0.11692823 |
| Skewness | 0.78253497 |
| Sum | 8813.5883 |
| Variance | 0.03446767 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.98776006 | 1 | < 0.1% |
| 0.71029497 | 1 | < 0.1% |
| 1.03768272 | 1 | < 0.1% |
| 0.79010882 | 1 | < 0.1% |
| 1.5325667 | 1 | < 0.1% |
| 1.12813063 | 1 | < 0.1% |
| 1.26765642 | 1 | < 0.1% |
| 0.99808383 | 1 | < 0.1% |
| 0.89425135 | 1 | < 0.1% |
| 0.84384816 | 1 | < 0.1% |
| Other values (8747) | 8747 | |
| (Missing) | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.15496575 | 1 | |
| 0.35675081 | 1 | |
| 0.42785193 | 1 | |
| 0.48246725 | 1 | |
| 0.4983551 | 1 | |
| 0.50592795 | 1 | |
| 0.50780663 | 1 | |
| 0.51620731 | 1 | |
| 0.53080282 | 1 | |
| 0.53969313 | 1 |
| Value | Count | Frequency (%) |
| 2.72654663 | 1 | |
| 2.38575415 | 1 | |
| 2.17593137 | 1 | |
| 2.17587843 | 1 | |
| 2.15320911 | 1 | |
| 2.04027135 | 1 | |
| 1.9965143 | 1 | |
| 1.94512083 | 1 | |
| 1.83432996 | 1 | |
| 1.83078697 | 1 |
close_change
Real number (ℝ)
| Distinct | 8759 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.00012744826 |
| Minimum | -0.062135307 |
|---|---|
| Maximum | 0.056243416 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 4284 |
| Negative (%) | 48.9% |
| Memory size | 136.9 KiB |
Quantile statistics
| Minimum | -0.062135307 |
|---|---|
| 5-th percentile | -0.0070228765 |
| Q1 | -0.0017488183 |
| median | 7.784836 × 10-5 |
| Q3 | 0.0019348525 |
| 95-th percentile | 0.0076620196 |
| Maximum | 0.056243416 |
| Range | 0.11837872 |
| Interquartile range (IQR) | 0.0036836708 |
Descriptive statistics
| Standard deviation | 0.0063543156 |
|---|---|
| Coefficient of variation (CV) | 49.858002 |
| Kurtosis | 19.772891 |
| Mean | 0.00012744826 |
| Median Absolute Deviation (MAD) | 0.0018433419 |
| Skewness | 0.053619268 |
| Sum | 1.1164468 |
| Variance | 4.0377327 × 10-5 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.0006809207856 | 2 | < 0.1% |
| -0.001538548681 | 1 | < 0.1% |
| -0.000346128931 | 1 | < 0.1% |
| -0.001397366553 | 1 | < 0.1% |
| -0.000305215869 | 1 | < 0.1% |
| -0.0004215603488 | 1 | < 0.1% |
| 0.002389666678 | 1 | < 0.1% |
| 0.0007955161784 | 1 | < 0.1% |
| 0.001792602235 | 1 | < 0.1% |
| 0.000528362034 | 1 | < 0.1% |
| Other values (8749) | 8749 |
| Value | Count | Frequency (%) |
| -0.06213530716 | 1 | |
| -0.05427712132 | 1 | |
| -0.04976665081 | 1 | |
| -0.04909296538 | 1 | |
| -0.04828642661 | 1 | |
| -0.04822072519 | 1 | |
| -0.04792631972 | 1 | |
| -0.04688979281 | 1 | |
| -0.04670405261 | 1 | |
| -0.04481014584 | 1 |
| Value | Count | Frequency (%) |
| 0.05624341632 | 1 | |
| 0.05330279073 | 1 | |
| 0.05003311369 | 1 | |
| 0.04967690878 | 1 | |
| 0.04936550299 | 1 | |
| 0.04902330259 | 1 | |
| 0.04826662655 | 1 | |
| 0.04811933473 | 1 | |
| 0.0462947619 | 1 | |
| 0.04548747204 | 1 |
| binance_funding_rates | binance_long_liquidations | binance_long_liquidations_usd | binance_open_interest | binance_short_liquidations | binance_short_liquidations_usd | binance_taker_buy_ratio | binance_taker_buy_sell_ratio | binance_taker_buy_volume | binance_taker_sell_ratio | binance_taker_sell_volume | close | close_change | coinbase_premium_gap | coinbase_premium_index | funding_rates | long_liquidations | long_liquidations_usd | open_interest | short_liquidations | short_liquidations_usd | taker_buy_ratio | taker_buy_sell_ratio | taker_buy_volume | taker_sell_ratio | taker_sell_volume | volume | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| binance_funding_rates | 1.000 | 0.134 | 0.155 | 0.383 | 0.191 | 0.215 | -0.006 | -0.006 | 0.162 | 0.006 | 0.162 | 0.373 | -0.007 | 0.075 | 0.049 | 0.675 | 0.110 | 0.132 | 0.418 | 0.147 | 0.171 | -0.005 | -0.005 | 0.172 | 0.005 | 0.171 | 0.115 |
| binance_long_liquidations | 0.134 | 1.000 | 0.998 | 0.034 | 0.208 | 0.210 | -0.296 | -0.296 | 0.569 | 0.296 | 0.631 | 0.036 | 0.051 | 0.098 | 0.100 | 0.093 | 0.926 | 0.924 | 0.020 | 0.176 | 0.179 | -0.326 | -0.326 | 0.566 | 0.326 | 0.636 | 0.409 |
| binance_long_liquidations_usd | 0.155 | 0.998 | 1.000 | 0.069 | 0.211 | 0.215 | -0.297 | -0.297 | 0.571 | 0.297 | 0.633 | 0.084 | 0.051 | 0.107 | 0.106 | 0.116 | 0.924 | 0.926 | 0.064 | 0.179 | 0.184 | -0.328 | -0.328 | 0.569 | 0.328 | 0.639 | 0.385 |
| binance_open_interest | 0.383 | 0.034 | 0.069 | 1.000 | 0.053 | 0.093 | -0.009 | -0.009 | 0.166 | 0.009 | 0.168 | 0.785 | -0.023 | 0.149 | 0.122 | 0.356 | 0.055 | 0.090 | 0.885 | 0.060 | 0.099 | -0.015 | -0.015 | 0.165 | 0.015 | 0.168 | -0.223 |
| binance_short_liquidations | 0.191 | 0.208 | 0.211 | 0.053 | 1.000 | 0.997 | 0.318 | 0.318 | 0.652 | -0.318 | 0.590 | 0.069 | -0.009 | 0.179 | 0.178 | 0.149 | 0.197 | 0.201 | 0.042 | 0.935 | 0.934 | 0.338 | 0.338 | 0.658 | -0.338 | 0.587 | 0.455 |
| binance_short_liquidations_usd | 0.215 | 0.210 | 0.215 | 0.093 | 0.997 | 1.000 | 0.315 | 0.315 | 0.653 | -0.315 | 0.592 | 0.125 | -0.010 | 0.188 | 0.184 | 0.175 | 0.199 | 0.205 | 0.094 | 0.932 | 0.936 | 0.335 | 0.335 | 0.660 | -0.335 | 0.589 | 0.426 |
| binance_taker_buy_ratio | -0.006 | -0.296 | -0.297 | -0.009 | 0.318 | 0.315 | 1.000 | 1.000 | 0.116 | -1.000 | -0.078 | -0.016 | -0.071 | -0.017 | -0.016 | -0.006 | -0.316 | -0.317 | -0.015 | 0.343 | 0.340 | 0.978 | 0.978 | 0.116 | -0.978 | -0.080 | 0.018 |
| binance_taker_buy_sell_ratio | -0.006 | -0.296 | -0.297 | -0.009 | 0.318 | 0.315 | 1.000 | 1.000 | 0.116 | -1.000 | -0.078 | -0.016 | -0.071 | -0.017 | -0.016 | -0.006 | -0.316 | -0.317 | -0.015 | 0.343 | 0.340 | 0.978 | 0.978 | 0.116 | -0.978 | -0.080 | 0.018 |
| binance_taker_buy_volume | 0.162 | 0.569 | 0.571 | 0.166 | 0.652 | 0.653 | 0.116 | 0.116 | 1.000 | -0.116 | 0.977 | 0.089 | 0.006 | 0.183 | 0.190 | 0.117 | 0.621 | 0.623 | 0.085 | 0.678 | 0.679 | 0.103 | 0.103 | 0.999 | -0.103 | 0.975 | 0.676 |
| binance_taker_sell_ratio | 0.006 | 0.296 | 0.297 | 0.009 | -0.318 | -0.315 | -1.000 | -1.000 | -0.116 | 1.000 | 0.078 | 0.016 | 0.071 | 0.017 | 0.016 | 0.006 | 0.316 | 0.317 | 0.015 | -0.343 | -0.340 | -0.978 | -0.978 | -0.116 | 0.978 | 0.080 | -0.018 |
| binance_taker_sell_volume | 0.162 | 0.631 | 0.633 | 0.168 | 0.590 | 0.592 | -0.078 | -0.078 | 0.977 | 0.078 | 1.000 | 0.093 | 0.020 | 0.190 | 0.196 | 0.118 | 0.688 | 0.690 | 0.088 | 0.610 | 0.612 | -0.086 | -0.086 | 0.976 | 0.086 | 0.999 | 0.676 |
| close | 0.373 | 0.036 | 0.084 | 0.785 | 0.069 | 0.125 | -0.016 | -0.016 | 0.089 | 0.016 | 0.093 | 1.000 | -0.020 | 0.249 | 0.200 | 0.383 | 0.031 | 0.080 | 0.920 | 0.060 | 0.114 | -0.019 | -0.019 | 0.095 | 0.019 | 0.099 | -0.442 |
| close_change | -0.007 | 0.051 | 0.051 | -0.023 | -0.009 | -0.010 | -0.071 | -0.071 | 0.006 | 0.071 | 0.020 | -0.020 | 1.000 | 0.014 | 0.015 | 0.001 | 0.048 | 0.047 | -0.018 | -0.014 | -0.015 | -0.070 | -0.070 | 0.007 | 0.070 | 0.021 | 0.019 |
| coinbase_premium_gap | 0.075 | 0.098 | 0.107 | 0.149 | 0.179 | 0.188 | -0.017 | -0.017 | 0.183 | 0.017 | 0.190 | 0.249 | 0.014 | 1.000 | 0.994 | -0.083 | 0.100 | 0.109 | 0.107 | 0.167 | 0.177 | -0.020 | -0.020 | 0.182 | 0.020 | 0.188 | 0.153 |
| coinbase_premium_index | 0.049 | 0.100 | 0.106 | 0.122 | 0.178 | 0.184 | -0.016 | -0.016 | 0.190 | 0.016 | 0.196 | 0.200 | 0.015 | 0.994 | 1.000 | -0.111 | 0.104 | 0.110 | 0.063 | 0.167 | 0.174 | -0.019 | -0.019 | 0.187 | 0.019 | 0.194 | 0.181 |
| funding_rates | 0.675 | 0.093 | 0.116 | 0.356 | 0.149 | 0.175 | -0.006 | -0.006 | 0.117 | 0.006 | 0.118 | 0.383 | 0.001 | -0.083 | -0.111 | 1.000 | 0.079 | 0.103 | 0.454 | 0.129 | 0.154 | -0.006 | -0.006 | 0.125 | 0.006 | 0.126 | -0.005 |
| long_liquidations | 0.110 | 0.926 | 0.924 | 0.055 | 0.197 | 0.199 | -0.316 | -0.316 | 0.621 | 0.316 | 0.688 | 0.031 | 0.048 | 0.100 | 0.104 | 0.079 | 1.000 | 0.998 | 0.020 | 0.194 | 0.197 | -0.349 | -0.349 | 0.616 | 0.349 | 0.692 | 0.434 |
| long_liquidations_usd | 0.132 | 0.924 | 0.926 | 0.090 | 0.201 | 0.205 | -0.317 | -0.317 | 0.623 | 0.317 | 0.690 | 0.080 | 0.047 | 0.109 | 0.110 | 0.103 | 0.998 | 1.000 | 0.065 | 0.197 | 0.202 | -0.350 | -0.350 | 0.619 | 0.350 | 0.695 | 0.410 |
| open_interest | 0.418 | 0.020 | 0.064 | 0.885 | 0.042 | 0.094 | -0.015 | -0.015 | 0.085 | 0.015 | 0.088 | 0.920 | -0.018 | 0.107 | 0.063 | 0.454 | 0.020 | 0.065 | 1.000 | 0.039 | 0.089 | -0.018 | -0.018 | 0.090 | 0.018 | 0.093 | -0.414 |
| short_liquidations | 0.147 | 0.176 | 0.179 | 0.060 | 0.935 | 0.932 | 0.343 | 0.343 | 0.678 | -0.343 | 0.610 | 0.060 | -0.014 | 0.167 | 0.167 | 0.129 | 0.194 | 0.197 | 0.039 | 1.000 | 0.998 | 0.363 | 0.363 | 0.681 | -0.363 | 0.605 | 0.447 |
| short_liquidations_usd | 0.171 | 0.179 | 0.184 | 0.099 | 0.934 | 0.936 | 0.340 | 0.340 | 0.679 | -0.340 | 0.612 | 0.114 | -0.015 | 0.177 | 0.174 | 0.154 | 0.197 | 0.202 | 0.089 | 0.998 | 1.000 | 0.360 | 0.360 | 0.684 | -0.360 | 0.608 | 0.419 |
| taker_buy_ratio | -0.005 | -0.326 | -0.328 | -0.015 | 0.338 | 0.335 | 0.978 | 0.978 | 0.103 | -0.978 | -0.086 | -0.019 | -0.070 | -0.020 | -0.019 | -0.006 | -0.349 | -0.350 | -0.018 | 0.363 | 0.360 | 1.000 | 1.000 | 0.107 | -1.000 | -0.093 | 0.012 |
| taker_buy_sell_ratio | -0.005 | -0.326 | -0.328 | -0.015 | 0.338 | 0.335 | 0.978 | 0.978 | 0.103 | -0.978 | -0.086 | -0.019 | -0.070 | -0.020 | -0.019 | -0.006 | -0.349 | -0.350 | -0.018 | 0.363 | 0.360 | 1.000 | 1.000 | 0.107 | -1.000 | -0.093 | 0.012 |
| taker_buy_volume | 0.172 | 0.566 | 0.569 | 0.165 | 0.658 | 0.660 | 0.116 | 0.116 | 0.999 | -0.116 | 0.976 | 0.095 | 0.007 | 0.182 | 0.187 | 0.125 | 0.616 | 0.619 | 0.090 | 0.681 | 0.684 | 0.107 | 0.107 | 1.000 | -0.107 | 0.975 | 0.675 |
| taker_sell_ratio | 0.005 | 0.326 | 0.328 | 0.015 | -0.338 | -0.335 | -0.978 | -0.978 | -0.103 | 0.978 | 0.086 | 0.019 | 0.070 | 0.020 | 0.019 | 0.006 | 0.349 | 0.350 | 0.018 | -0.363 | -0.360 | -1.000 | -1.000 | -0.107 | 1.000 | 0.093 | -0.012 |
| taker_sell_volume | 0.171 | 0.636 | 0.639 | 0.168 | 0.587 | 0.589 | -0.080 | -0.080 | 0.975 | 0.080 | 0.999 | 0.099 | 0.021 | 0.188 | 0.194 | 0.126 | 0.692 | 0.695 | 0.093 | 0.605 | 0.608 | -0.093 | -0.093 | 0.975 | 0.093 | 1.000 | 0.675 |
| volume | 0.115 | 0.409 | 0.385 | -0.223 | 0.455 | 0.426 | 0.018 | 0.018 | 0.676 | -0.018 | 0.676 | -0.442 | 0.019 | 0.153 | 0.181 | -0.005 | 0.434 | 0.410 | -0.414 | 0.447 | 0.419 | 0.012 | 0.012 | 0.675 | -0.012 | 0.675 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| ID | _type | long_liquidations | short_liquidations | long_liquidations_usd | short_liquidations_usd | taker_buy_volume | taker_sell_volume | taker_buy_ratio | taker_sell_ratio | taker_buy_sell_ratio | close | volume | binance_open_interest | binance_long_liquidations | binance_short_liquidations | binance_long_liquidations_usd | binance_short_liquidations_usd | binance_funding_rates | open_interest | coinbase_premium_gap | coinbase_premium_index | funding_rates | binance_taker_buy_volume | binance_taker_sell_volume | binance_taker_buy_ratio | binance_taker_sell_ratio | binance_taker_buy_sell_ratio | close_change | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2023-01-01 00:00:00 | train | 0.012 | 0.000 | 197.51610 | 0.00000 | 4.648309e+07 | 5.137537e+07 | 0.475003 | 0.524997 | 0.904774 | 16536.747967 | 5516.420322 | 2.411675e+09 | 0.012 | 0.000 | 197.51610 | 0.00000 | 0.010000 | 6.271344e+09 | -9.86 | -0.059650 | 0.005049 | 4.151979e+07 | 4.646436e+07 | 0.471901 | 0.528099 | 0.893584 | 0.001233 |
| 1 | 2023-01-01 01:00:00 | train | 0.000 | 0.712 | 0.00000 | 11833.56104 | 3.975599e+07 | 2.401129e+07 | 0.623454 | 0.376546 | 1.655721 | 16557.136536 | 4513.341881 | 2.415163e+09 | 0.000 | 0.712 | 0.00000 | 11833.56104 | 0.010000 | 6.288683e+09 | -8.78 | -0.053047 | 0.005049 | 3.177677e+07 | 2.108448e+07 | 0.601135 | 0.398865 | 1.507117 | -0.000543 |
| 2 | 2023-01-01 02:00:00 | train | 0.000 | 0.000 | 0.00000 | 0.00000 | 2.405402e+07 | 2.340995e+07 | 0.506785 | 0.493215 | 1.027512 | 16548.149805 | 4310.904314 | 2.416327e+09 | 0.000 | 0.000 | 0.00000 | 0.00000 | 0.010000 | 6.286796e+09 | -9.59 | -0.057952 | 0.005049 | 1.907553e+07 | 1.976578e+07 | 0.491115 | 0.508885 | 0.965079 | -0.000877 |
| 3 | 2023-01-01 03:00:00 | train | 0.593 | 0.000 | 9754.76891 | 0.00000 | 2.860215e+07 | 3.270773e+07 | 0.466518 | 0.533482 | 0.874477 | 16533.632875 | 4893.417864 | 2.416266e+09 | 0.593 | 0.000 | 9754.76891 | 0.00000 | 0.010000 | 6.284575e+09 | -9.74 | -0.058912 | 0.005067 | 2.349391e+07 | 2.900299e+07 | 0.447529 | 0.552471 | 0.810051 | -0.000540 |
| 4 | 2023-01-01 04:00:00 | train | 0.361 | 0.000 | 5944.43714 | 0.00000 | 3.087720e+07 | 3.193766e+07 | 0.491559 | 0.508441 | 0.966796 | 16524.712159 | 5209.002297 | 2.417820e+09 | 0.361 | 0.000 | 5944.43714 | 0.00000 | 0.010000 | 6.291582e+09 | -10.14 | -0.061373 | 0.006210 | 2.614367e+07 | 2.589501e+07 | 0.502389 | 0.497611 | 1.009602 | 0.000284 |
| 5 | 2023-01-01 05:00:00 | train | 0.000 | 0.000 | 0.00000 | 0.00000 | 3.201935e+07 | 3.026575e+07 | 0.514077 | 0.485923 | 1.057940 | 16529.408065 | 4055.630162 | 2.422719e+09 | 0.000 | 0.000 | 0.00000 | 0.00000 | 0.010000 | 6.296882e+09 | -9.63 | -0.058255 | 0.006172 | 2.597216e+07 | 2.770967e+07 | 0.483817 | 0.516183 | 0.937296 | 0.000733 |
| 6 | 2023-01-01 06:00:00 | train | 0.000 | 0.000 | 0.00000 | 0.00000 | 3.026852e+07 | 2.638469e+07 | 0.534277 | 0.465723 | 1.147200 | 16541.530683 | 3702.224333 | 2.422177e+09 | 0.000 | 0.000 | 0.00000 | 0.00000 | 0.010000 | 6.302903e+09 | -7.62 | -0.046071 | 0.006152 | 2.213392e+07 | 2.284358e+07 | 0.492111 | 0.507889 | 0.968934 | -0.000564 |
| 7 | 2023-01-01 07:00:00 | train | 1.500 | 0.000 | 24643.78500 | 0.00000 | 7.226766e+07 | 9.186918e+07 | 0.440289 | 0.559711 | 0.786637 | 16532.202150 | 6125.292231 | 2.441375e+09 | 1.500 | 0.000 | 24643.78500 | 0.00000 | 0.010000 | 6.322925e+09 | -9.83 | -0.059481 | 0.006136 | 6.409203e+07 | 8.149616e+07 | 0.440228 | 0.559772 | 0.786442 | -0.000798 |
| 8 | 2023-01-01 08:00:00 | train | 0.000 | 0.000 | 0.00000 | 0.00000 | 2.520938e+07 | 3.700887e+07 | 0.405177 | 0.594823 | 0.681171 | 16519.005107 | 4556.221381 | 2.446675e+09 | 0.000 | 0.000 | 0.00000 | 0.00000 | 0.009983 | 6.329212e+09 | -9.12 | -0.055228 | 0.008427 | 2.141849e+07 | 3.258004e+07 | 0.396650 | 0.603350 | 0.657411 | 0.001321 |
| 9 | 2023-01-01 09:00:00 | train | 0.000 | 0.000 | 0.00000 | 0.00000 | 3.957076e+07 | 3.197191e+07 | 0.553107 | 0.446893 | 1.237672 | 16540.824017 | 4372.869699 | 2.448758e+09 | 0.000 | 0.000 | 0.00000 | 0.00000 | 0.007669 | 6.338361e+09 | -8.46 | -0.051155 | 0.008041 | 3.501292e+07 | 2.912228e+07 | 0.545924 | 0.454076 | 1.202273 | 0.000374 |
| ID | _type | long_liquidations | short_liquidations | long_liquidations_usd | short_liquidations_usd | taker_buy_volume | taker_sell_volume | taker_buy_ratio | taker_sell_ratio | taker_buy_sell_ratio | close | volume | binance_open_interest | binance_long_liquidations | binance_short_liquidations | binance_long_liquidations_usd | binance_short_liquidations_usd | binance_funding_rates | open_interest | coinbase_premium_gap | coinbase_premium_index | funding_rates | binance_taker_buy_volume | binance_taker_sell_volume | binance_taker_buy_ratio | binance_taker_sell_ratio | binance_taker_buy_sell_ratio | close_change | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8750 | 2023-12-31 14:00:00 | train | 0.268000 | 0.336000 | 1.135803e+04 | 1.434663e+04 | 1.073696e+08 | 1.018660e+08 | 0.513152 | 0.486848 | 1.054027 | 42516.805855 | 761.288080 | 4.101652e+09 | 0.268000 | 0.33600 | 1.135803e+04 | 1.434663e+04 | 0.036788 | 1.054188e+10 | -17.34 | -0.040774 | 0.037719 | 9.126628e+07 | 8.728288e+07 | 0.511155 | 0.488845 | 1.045638 | -0.001890 |
| 8751 | 2023-12-31 15:00:00 | train | 7.530963 | 1.233000 | 3.187051e+05 | 5.270368e+04 | 1.522748e+08 | 1.896796e+08 | 0.445307 | 0.554693 | 0.802800 | 42436.459881 | 1094.789201 | 4.079051e+09 | 2.075994 | 1.05200 | 8.779077e+04 | 4.499070e+04 | 0.035041 | 1.051001e+10 | -22.12 | -0.052100 | 0.037143 | 1.346490e+08 | 1.673245e+08 | 0.445897 | 0.554103 | 0.804718 | 0.003497 |
| 8752 | 2023-12-31 16:00:00 | train | 0.501000 | 49.499715 | 2.133003e+04 | 2.120014e+06 | 1.766990e+08 | 1.634440e+08 | 0.519484 | 0.480516 | 1.081098 | 42584.845289 | 1142.795879 | 4.082420e+09 | 0.391000 | 29.43007 | 1.663842e+04 | 1.262864e+06 | 0.033094 | 1.051920e+10 | -15.74 | -0.036955 | 0.036264 | 1.541596e+08 | 1.511336e+08 | 0.504956 | 0.495044 | 1.020022 | 0.000321 |
| 8753 | 2023-12-31 17:00:00 | train | 3.279837 | 32.880000 | 1.391008e+05 | 1.412091e+06 | 1.392908e+08 | 1.407032e+08 | 0.497478 | 0.502522 | 0.989962 | 42598.495180 | 864.084616 | 4.083873e+09 | 2.818637 | 32.02600 | 1.194718e+05 | 1.375697e+06 | 0.032204 | 1.052472e+10 | -26.20 | -0.061479 | 0.035971 | 1.195981e+08 | 1.236177e+08 | 0.491737 | 0.508263 | 0.967484 | 0.001226 |
| 8754 | 2023-12-31 18:00:00 | train | 6.932000 | 28.123501 | 2.957111e+05 | 1.203277e+06 | 1.126299e+08 | 1.170638e+08 | 0.490348 | 0.509652 | 0.962124 | 42650.730883 | 876.209571 | 4.095329e+09 | 0.387000 | 17.49700 | 1.643183e+04 | 7.495926e+05 | 0.033700 | 1.052700e+10 | -19.53 | -0.045784 | 0.036068 | 9.402590e+07 | 1.041319e+08 | 0.474500 | 0.525500 | 0.902950 | -0.001243 |
| 8755 | 2023-12-31 19:00:00 | train | 0.163000 | 0.104000 | 6.924677e+03 | 4.437410e+03 | 1.064528e+08 | 9.572673e+07 | 0.526526 | 0.473474 | 1.112049 | 42597.709522 | 1002.251559 | 4.105494e+09 | 0.163000 | 0.01400 | 6.924677e+03 | 6.006256e+02 | 0.036288 | 1.054230e+10 | -27.10 | -0.063587 | 0.036371 | 8.796743e+07 | 8.017729e+07 | 0.523165 | 0.476835 | 1.097161 | -0.001459 |
| 8756 | 2023-12-31 20:00:00 | train | 29.698896 | 43.839600 | 1.263031e+06 | 1.870481e+06 | 1.252576e+08 | 1.152193e+08 | 0.520872 | 0.479128 | 1.087124 | 42535.570787 | 1070.042124 | 4.100278e+09 | 7.347896 | 6.53200 | 3.119033e+05 | 2.796932e+05 | 0.038245 | 1.051484e+10 | -24.73 | -0.058109 | 0.037233 | 1.050842e+08 | 9.636677e+07 | 0.521637 | 0.478363 | 1.090461 | -0.000894 |
| 8757 | 2023-12-31 21:00:00 | train | 0.325000 | 1.679000 | 1.385218e+04 | 7.179552e+04 | 9.782190e+07 | 9.215541e+07 | 0.514914 | 0.485086 | 1.061488 | 42497.523419 | 1026.473547 | 4.084959e+09 | 0.122000 | 1.21100 | 5.201684e+03 | 5.177692e+04 | 0.040547 | 1.048598e+10 | -28.48 | -0.066979 | 0.037761 | 8.363956e+07 | 7.808128e+07 | 0.517185 | 0.482815 | 1.071186 | -0.005659 |
| 8758 | 2023-12-31 22:00:00 | train | 90.293123 | 7.781600 | 3.815777e+06 | 3.310213e+05 | 2.417900e+08 | 3.606586e+08 | 0.401345 | 0.598655 | 0.670412 | 42257.026218 | 1715.192245 | 4.022011e+09 | 37.213441 | 3.49600 | 1.573892e+06 | 1.487583e+05 | 0.041638 | 1.032844e+10 | -9.08 | -0.021487 | 0.038020 | 2.092672e+08 | 2.931914e+08 | 0.416486 | 0.583514 | 0.713756 | 0.000681 |
| 8759 | 2023-12-31 23:00:00 | train | 14.387343 | 0.462000 | 6.046119e+05 | 1.956475e+04 | 2.548014e+08 | 3.153019e+08 | 0.446939 | 0.553061 | 0.808119 | 42285.799905 | 1549.917518 | 4.009446e+09 | 7.464598 | 0.43600 | 3.141545e+05 | 1.846411e+04 | 0.039306 | 1.032241e+10 | 4.48 | 0.010595 | 0.037049 | 2.200748e+08 | 2.724735e+08 | 0.446809 | 0.553191 | 0.807692 | 0.000681 |